Skill

Fine-Tune a Pre-Trained TensorFlow Hub Model

December 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn how to tweak and make adjustments to parts of our model to improve performance on new data. We'll practice fine-tuning, feature extraction, and dataset preparation.

Recommended Experience

Familiarity with Python programming
Basic understanding of machine learning concepts
Experience with image data preprocessing

Related certifications

Professional TensorFlow Developer

Related Job Functions

Machine learning engineer
Computer vision engineer
AI Developer

Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.

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Skill Outline

1. Compare Feature Extraction to Fine-Tuning (5:13)
2. Explore and Load Data with ImageDataGenerator (11:32)
3. Create ResNet50 Model (8:45)
4. CHALLENGE (6:22)

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